Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9753650 0.9893082 0.1275366 0.0145568 0.9703354
bt 0.9726277 0.9304245 0.6773707 0.0239052 0.7436059
maxnet 0.8832117 0.9006027 0.8866635 0.0797584 0.6992662
gam 0.9753650 0.8716195 0.8155131 0.0232091 0.5577568
glm 0.9671533 0.8522799 0.7000953 0.0315848 0.5932914

Variable Importance